{"id":"W1980351757","doi":"10.1109/radar.2013.6586151","title":"eSPACE: Emergency spatial pre-SCAT for Arctic Coastal Ecosystem","year":2013,"lang":"en","type":"article","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Environment and Climate Change Canada","funders":"Canadian Space Agency","keywords":"Shore; Remote sensing; Geography; Spatial analysis; Baseline (sea); Digital elevation model; Arctic; Computer science; Cartography; Environmental science; Environmental resource management; Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235953,0.0007566091,0.0003040145,0.0007860354,0.0006864491,0.0007422302,0.0006166236,0.0004393353,0.01261117],"category_scores_gemma":[0.001037557,0.0002358908,0.0003425434,0.0006719582,0.0002618361,0.0006196473,0.001441646,0.0006732926,0.005668446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008278038,"about_ca_system_score_gemma":0.003004582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05514917,"about_ca_topic_score_gemma":0.07401442,"domain_scores_codex":[0.9995428,0.00007709517,0.00001251495,0.00005606519,0.0002383672,0.00007325709],"domain_scores_gemma":[0.9992746,0.00009070582,0.00004533248,0.0001040458,0.0003218396,0.0001634778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00164461,0.0003744244,0.03082908,0.0005202364,0.00008839276,0.001201763,0.001123428,0.01856483,0.05745897,0.006520764,0.3437019,0.5379716],"study_design_scores_gemma":[0.000787415,0.001164677,0.09725925,0.0004567354,0.00006582911,0.001346372,0.002665775,0.148785,0.046948,0.005453755,0.694899,0.0001681688],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2530776,0.001303222,0.4381178,0.002678601,0.001167113,0.004497787,0.08194786,0.06259046,0.1546196],"genre_scores_gemma":[0.3219212,0.000897998,0.485552,0.0004722025,0.0001465389,0.00178465,0.1023444,0.002758526,0.08412237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05514917,"threshold_uncertainty_score":0.1096563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00560119918099374,"score_gpt":0.210363863732217,"score_spread":0.2047626645512232,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}